JICS

1. A Sketch-based 3D Object Retrieval Approach for Augmented Reality Models Using Deep Learning

Myunggeun Ji, Junchul Chun, Vol. 21, No. 1, pp. 33-43, Feb. 2020

10.7472/jksii.2020.21.1.33
Keywords: Convolutional Neural Network, object retrieval, Deep Learning, Sketch-based 3D object retrieval, Augmented Reality

2. A layered-wise data augmenting algorithm for small sampling data

Hee-chan Cho, Jong-sub Moon, Vol. 20, No. 6, pp. 65-72, Dec. 2019

10.7472/jksii.2019.20.6.65
Keywords: Deep Learning, data augmentation, Eigen decomposition

3. A Study on Model for Drivable Area Segmentation based on Deep Learning

Hyo-jin Jeon, Soo-sun Cho, Vol. 20, No. 5, pp. 105-111, Oct. 2019

10.7472/jksii.2019.20.5.105
Keywords: Drivable area segmentation, segmentation, Deep Learning, DeepLab V3+, Mask R-CNN, BDD Dataset

4. Handwritten One-time Password Authentication SystemBased On Deep Learning

Zhun Li, HyeYoung Lee, Youngjun Lee, Sooji Yoon, Byeongil Bae, Ho-Jin Choi, Vol. 20, No. 1, pp. 25-37, Feb. 2019

10.7472/jksii.2019.20.1.25
Keywords: Deep Learning, Handwriting Recognition, Writer Verification, Authentication System, One-time password, FIDO

5. Sketch-based 3D object retrieval using Wasserstein Center Loss

Myunggeun Ji, Junchul Chun, Namgi Kim, Vol. 19, No. 6, pp. 91-99, Dec. 2018

10.7472/jksii.2018.19.6.91
Keywords: Convolutional Neural Network, Image retrieval, Deep Learning, Sketch-based 3D object retrieval

6. A Method for 3D Human Pose Estimation based on 2D Keypoint Detection using RGB-D information

Seohee Park, Myunggeun Ji, Junchul Chun, Vol. 19, No. 6, pp. 41-51, Dec. 2018

10.7472/jksii.2018.19.6.41
Keywords: video surveillance, Object Detection, Keypoint Detection, Human Pose Estimation, Deep Learning

7. Visualization of Malwares for Classification Through Deep Learning

Hyeonggyeom Kim, Seokmin Han, Suchul Lee, Jun-Rak Lee, Vol. 19, No. 5, pp. 67-75, Oct. 2018

10.7472/jksii.2018.19.5.67
Keywords: Malware visualization, mawlare detection and classification, Deep Learning, CNN

8. Iceberg-Ship Classification in SAR Images Using Convolutional Neural Network with Transfer Learning

Jeongwhan Choi, Vol. 19, No. 4, pp. 35-44, Aug. 2018

10.7472/jksii.2018.19.4.35
Keywords: Convolutional Neural Network, Deep Learning, Transfer Learning, VGG-16, Pooling Layer, Adam Optimizer, data augmentation

9. Indoor Space Recognition using Super-pixel and DNN

Kisang Kim, Hyung-Il Choi, Vol. 19, No. 3, pp. 43-48, Jun. 2018

10.7472/jksii.2018.19.3.43
Keywords: Deep Learning, Super-pixel, Indoor-space recognition

10. An Improved Image Classification Using Batch Normalization and CNN

Myunggeun Ji, Junchul Chun, Namgi Kim, Vol. 19, No. 3, pp. 35-42, Jun. 2018

10.7472/jksii.2018.19.3.35
Keywords: Batch Normalization, Convolutional Neural Network, Image Classification, Deep Learning